Record, CLM, bronze and silver
CLM-404900
Received 2026-06-28T02:28:19Z, line 99,320 of the CLM feed
CLMRule
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | ZACHRAY | Zachray | Changed |
| Middle | — | — | Unchanged |
| Last name | GIBSON | Gibson | Changed |
| Date of birth | Dec 7, 1955 | 1955-12-07 | Parsed |
| Gender | N/A | — | Cleared |
| Member ID | UNKNOWN | — | Cleared |
| SSN | •••-••-8251 | •••-••-8251 | Unchanged |
| Phone | (625) 930-9230 | 6259309230 | Parsed |
| — | — | Unchanged | |
| Address | 710 Bayshore Drive | 710 Bayshore Dr | Changed |
| City | Gilbert·· | Gilbert | Changed |
| State | AZ | AZ | Unchanged |
| ZIP | 85278 | 85278 | Unchanged |
| Group | GRP-6104 | GRP-6104 | Unchanged |
| Plan | — | — | Unchanged |
- Quality score
- 0.74
- Name key
- zachray|gibson
- Address key
- 710|bayshore|85278
- Canonical first
- zachray
Quality flags
7 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code removed
- Street suffix standardisedStreet suffix standardised to USPS abbreviation (Street to St, Avenue to Ave, and so on)
- Address re-casedStreet line re-cased and punctuation removed
- Whitespace trimmedLeading or trailing whitespace removed from one or more fields
- Placeholder values clearedPlaceholder tokens such as NULL, N/A, UNKNOWN or "-" treated as empty
Candidate pairs
Every scored comparison involving this record, highest score first
| Other record | Score | Method | Rule | Decision |
|---|---|---|---|---|
| ENR-106467 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| ENR-106468 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| CLM-404899 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-028895
- Method
- Rule
- Confidence
- 0.97
- Rule
- D2 ssn4 + dob + last name
Golden record: Zachary Gibson, 1955-12-07, 4 records, Verified
Evidence
Matched against CLM-404899
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.99 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| SSN (last four) | 1.00 | 2.5 |
Audit
6 hash-chained entries for this record
- Record linked automaticallycdab748b4f2026-10-22 12:43:54, matching_agentidentity id MBR-028895, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-404899
- Record linked automatically53cd4abf172026-10-19 19:54:38, matching_agentidentity id MBR-028895, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-404899
- Record linked automatically9839e052892026-10-19 19:52:09, matching_agentidentity id MBR-028895, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-404899
- Record linked automatically8855e1a4bf2026-10-19 19:45:42, matching_agentidentity id MBR-028895, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-404899
- Record linked automatically1f740b7cb52026-10-19 19:32:31, matching_agentidentity id MBR-028895, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-404899
- Record linked automatically2a42dbe37b2026-10-19 19:31:28, scoring_agentidentity id MBR-040337, confidence 1, method probabilistic, matched record PRV-21453, policy version 1